Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "182"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 182 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 219 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 214 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 182, Node 13:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.034747 -0.587899 13.717184 8.156646 6.596750 111.823433 10.178866 8.390740 0.7781 0.7642 0.2609 8.391432 8.093945
2459593 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.778650 0.322004 17.352705 30.240740 9.976556 250.415529 4.937126 12.017449 0.7365 0.7231 0.2560 5.071728 4.965949
2459592 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 3.379395 3.797608 51.170204 16.789516 16.874086 50.429127 -0.898709 12.776710 0.7101 0.6975 0.4552 nan nan
2459591 RF_maintenance 100.00% 0.00% 3.24% 0.00% 100.00% 0.00% 4.234440 2.078894 20.051365 15.865699 8.592268 103.003781 -1.687377 17.788498 0.6788 0.6705 0.3678 6.782691 6.512935
2459590 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.330569 2.711814 17.859764 6.266284 9.497627 144.567366 -0.299475 2.619009 0.6802 0.6391 0.3740 6.141888 5.343375
2459589 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.325369 3.013547 15.345619 16.181092 5.973447 8.590045 7.722807 7.648050 0.7113 0.7040 0.2858 5.002315 4.431594
2459588 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.977511 0.216525 20.881434 54.937594 7.343807 144.198652 7.031196 8.968424 0.7775 0.7369 0.2367 7.430931 7.190017
2459587 RF_maintenance 100.00% - - - 100.00% 0.00% 354.008611 354.404795 inf inf 100.732907 101.196988 606.514966 604.972662 nan nan nan 0.000000 0.000000
2459586 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 312.231691 312.373842 inf inf 17.709383 15.723552 665.816273 682.979909 nan nan nan 0.000000 0.000000
2459585 RF_maintenance 100.00% 0.00% 20.90% 0.00% 100.00% 0.00% 35.288631 28.708274 21.421387 6.715933 6.914424 10.551032 -0.452759 20.429107 0.6438 0.4962 0.3926 0.000000 0.000000
2459584 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 938.330869 606.085210 inf inf 3285.507170 2643.256059 21268.231735 15750.803065 nan nan nan 0.000000 0.000000
2459583 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.207070 13.545981 8.522237 29.205107 6.930133 27.642147 -1.192691 5.651967 0.6812 0.5486 0.4101 3.854689 2.664709
2459582 RF_maintenance 100.00% 0.00% 7.57% 0.00% 100.00% 0.00% 3.059341 10.406674 7.908947 24.686904 8.425927 44.060213 -1.321280 11.557735 0.6809 0.5661 0.4105 3.638787 2.600040
2459581 RF_maintenance 100.00% 0.00% 9.73% 0.00% 100.00% 0.00% 4.459083 1.526790 7.975737 10.269627 6.577990 148.239116 -1.066489 19.828218 0.6885 0.6194 0.3907 3.307279 2.841015
2459580 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.527073 2.372289 9.016957 6.974080 7.736124 2.725903 -0.930563 20.278145 0.6819 0.6881 0.3787 4.004602 4.015815
2459579 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.513977 3.712482 10.418022 4.708023 8.388179 89.409388 -1.731654 36.756095 0.6769 0.6721 0.3797 34.176956 39.711313
2459578 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 4.907873 4.045559 28.739794 24.500912 14.599366 35.550944 9.163517 116.715226 0.7346 0.7491 0.4709 nan nan
2459577 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459576 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.060839 3.595286 5.726823 6.200588 6.988835 9.585943 0.265287 0.222206 0.6999 0.7042 0.3788 5.459715 4.951655
2459575 RF_maintenance 100.00% 0.00% 12.97% 0.00% 100.00% 0.00% 2.228507 3.357391 6.132273 0.612226 6.128396 113.587620 4.734151 3.589835 0.7493 0.6068 0.3672 4.695863 4.050551
2459574 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459573 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.896440 2.503291 11.295111 2.727029 8.790562 78.564369 -1.567462 22.997356 0.6999 0.7083 0.3745 4.291701 4.008184
2459572 RF_maintenance 100.00% 0.00% 1.62% 0.00% 100.00% 0.00% 3.597919 2.829082 5.802445 1.771997 6.108363 111.770375 -2.222297 3.571024 0.7023 0.6568 0.3912 4.304353 3.660703
2459571 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459570 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.838243 -0.545650 -0.999243 -0.636461 -0.978254 -0.638362 -0.419156 -0.316138 0.6930 0.7002 0.3531 12.663959 13.566736
2459569 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.618777 2.818807 6.704012 7.130934 5.773215 12.177334 4.721285 4.783441 0.7659 0.7685 0.2373 4.172814 3.827338
2459566 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.506638 0.638144 7.955719 1.683471 6.949061 11.060094 -1.274583 2.845206 0.6920 0.7057 0.3942 3.172091 3.060165
2459565 RF_maintenance 0.00% - - - 100.00% 0.00% -0.000390 -0.000390 0.000000 0.000000 -0.823769 -0.823769 -0.908427 -0.908427 nan nan nan 0.000000 0.000000
2459564 RF_maintenance 100.00% 0.00% 20.82% 0.00% 100.00% 0.00% -0.129152 2.445018 -0.445304 12.638706 -1.523535 36.144711 -0.578452 14.482453 0.7067 0.6227 0.4089 3.301506 2.924546
2459563 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.567959 1.413895 17.010551 2.325130 7.978224 54.677653 -0.430446 13.001901 0.7057 0.7077 0.3863 4.185354 3.981118
2459562 RF_maintenance 100.00% 0.00% 2.70% 0.00% 100.00% 0.00% -0.609480 -1.223648 -0.707707 -2.229198 -2.138407 28.626322 -0.894399 4.532211 0.7073 0.7012 0.3844 3.112554 2.915782
2459561 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.435374 -0.564018 -0.165131 -2.040204 -1.725109 15.802635 -1.811462 3.963687 0.7047 0.7129 0.3820 2.811381 2.696814
2459560 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.274870 -0.931149 -0.569625 -1.177822 -1.515668 -1.824370 -1.114895 2.897678 0.7061 0.7148 0.3931 3.059344 2.893736
2459559 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.118277 -0.560548 -0.042957 -0.595720 -1.103574 -0.261879 -0.858179 0.931063 0.6984 0.7082 0.3853 2.651810 2.630663
2459558 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.011761 2.593471 9.229105 6.064707 8.135216 52.860624 -1.360784 5.407990 0.7083 0.7078 0.3850 3.477722 3.294972
2459557 RF_maintenance - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7441 0.6940 0.4187 nan nan
2459556 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.092829 4.165835 9.624161 3.580827 7.436985 133.671614 -2.404142 2.397297 0.7008 0.6622 0.3942 3.724283 3.068120
2459554 RF_maintenance - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7099 0.7123 0.3911 nan nan
2459553 RF_maintenance - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7041 0.7051 0.3920 nan nan
2459552 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.520409 5.532005 12.545298 13.984639 12.196972 15.588013 -0.397641 -0.136151 0.7088 0.7074 0.3918 8.490881 8.775144
2459551 RF_maintenance 100.00% 0.00% 69.15% 0.00% 100.00% 0.00% -0.174934 4.576799 -0.420973 16.939395 -2.365428 54.228742 -1.204079 9.700316 0.7075 0.2767 0.4611 3.024318 1.275441
2459550 RF_maintenance - 28.83% 99.18% 0.00% - - nan nan nan nan nan nan nan nan 0.5088 0.0595 0.1786 nan nan
2459549 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 3.435740 18.058576 9.145105 38.372929 7.752158 22.489160 -1.001350 2.468769 0.6989 0.1096 0.4841 3.517544 1.302947
2459542 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459541 RF_maintenance 100.00% 1.34% 1.34% 0.00% 100.00% 0.00% 3.603101 3.420192 11.426433 11.448069 7.024817 8.549229 3.477860 4.284004 0.7414 0.7332 0.3354 4.669015 4.088851
2459540 RF_maintenance 100.00% 0.00% 14.77% 0.00% 100.00% 0.00% 1.280370 1.358566 1.202805 3.986532 -1.300951 189.972039 -1.146527 3.488087 0.7507 0.5851 0.4010 2.801526 1.571498
2459536 RF_maintenance 100.00% 0.00% 3.71% 0.00% 100.00% 0.00% 5.066010 2.733578 15.160537 14.772642 13.539064 230.775560 -1.326666 30.109479 0.7283 0.6328 0.4439 5.187843 4.192413
2459535 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.656057 1.459385 0.791247 5.004045 -2.097747 1.209915 -0.874560 12.293346 0.7869 0.7648 0.3634 2.708630 2.394670
2459534 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.053581 1.514999 -0.132070 4.676833 -2.283004 0.873511 -0.848223 10.426004 0.7726 0.7465 0.3696 3.738040 3.108339
2459533 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459532 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.756691 3.787366 12.583330 16.219043 9.071874 9.821965 -1.456490 22.211022 0.7250 0.7195 0.3926 3.875597 3.306355
2459530 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.023193 1.384199 -0.189956 3.242395 -1.933392 3.240710 -0.601076 13.631446 0.7367 0.7317 0.3882 3.440544 3.061622
2459527 RF_maintenance 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.074411 3.882058 10.193010 11.601989 18.931878 5.410412 -0.511855 13.872686 0.8963 0.9301 0.3245 0.000000 0.000000
2459523 RF_maintenance 100.00% - - - 100.00% 0.00% 4.802164 2.688186 13.579784 12.717326 5.965319 0.546220 -3.916567 23.358405 nan nan nan 5.094363 4.416211
2459522 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.037537 2.613042 12.592558 10.531220 3.624200 5.455940 -0.319678 26.171479 0.6750 0.6620 0.3493 4.413509 5.373515
2459513 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 5.018137 5.262097 28.422123 29.426841 14.399523 33.538084 3.811117 84.321967 0.8385 0.8460 0.2653 nan nan
2459508 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.733286 23.940573 8.168612 49.680426 7.581755 20.436122 7.342984 10.272991 0.9011 0.7862 0.2954 0.000000 0.000000
2459505 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.386279 22.368391 10.398810 44.408210 1.687538 10.475229 -1.183611 6.182562 0.8807 0.6683 0.3751 24.309155 13.315982
2459503 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.528758 1.721056 10.681499 2.212452 17.474430 3.401370 -0.778107 9.308947 0.8650 0.8657 0.4617 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 182: 2459772

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Power 1.777013 1.076442 1.341416 1.598918 1.777013 0.996523 0.965068 -2.146558 -2.484448

Antenna 182: 2459771

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Power 1.717740 1.177608 1.046264 1.717740 1.445387 0.823368 0.801918 -1.561343 -1.634213

Antenna 182: 2459770

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Power 51.260872 11.532788 3.577688 51.260872 6.169067 2.379873 6.508901 33.875190 -2.421094

Antenna 182: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Discontinuties 63.865381 7.825575 4.105743 59.349510 8.064587 13.328716 8.410318 63.865381 -2.237820

Antenna 182: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 182: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Power 2.068152 1.285359 1.793135 1.723218 2.068152 1.005790 1.248121 -2.223741 -2.623114

Antenna 182: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Power 1.707134 1.492470 0.937374 1.707134 1.310498 0.956802 0.748875 -2.219534 -1.859837

Antenna 182: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Variability 298.972557 5.501293 4.715030 51.087733 10.635279 298.972557 8.625248 151.211041 -3.555639

Antenna 182: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Variability 383.849254 1.603520 8.923714 3.862314 8.145834 4.627796 383.849254 3.271791 236.948983

Antenna 182: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 182: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance ee Temporal Variability 16.689945 3.903018 5.416092 8.747597 9.661635 16.689945 13.755663 -5.516735 -5.511508

Antenna 182: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 182: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Power 3.699437 2.048497 2.291368 3.622356 3.699437 2.373116 1.743617 -2.594420 -2.558859

Antenna 182: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Power 3.366115 1.819679 1.167564 3.366115 2.932452 2.359659 2.338381 -2.007327 -2.065695

Antenna 182: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance ee Temporal Variability 3.447675 1.927810 2.438199 2.646594 2.971028 3.447675 3.198636 -2.258837 -2.523176

Antenna 182: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance ee Temporal Variability 2.763425 1.479170 1.552138 2.390645 2.467847 2.763425 1.816107 -2.707461 -2.575246

Antenna 182: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Power 3.270620 2.223608 1.999768 3.270620 3.002560 2.434579 2.750619 -2.875071 -2.464292

Antenna 182: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Power 11.806923 3.831081 4.574659 10.095605 11.806923 9.763100 8.796400 -2.257487 -2.769198

Antenna 182: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Variability 84.204617 4.607025 5.041383 9.214221 32.958941 12.328407 84.204617 -1.740879 82.880930

Antenna 182: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Power 2.901721 1.929652 2.282581 2.530723 2.901721 1.774660 1.210173 -1.348679 -1.661545

Antenna 182: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Discontinuties 62.408165 2.375446 3.537377 4.996486 33.866077 4.324526 2.233663 -2.531770 62.408165

Antenna 182: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Discontinuties 197.813397 22.420407 24.450366 31.595389 18.296904 22.528806 55.432955 3.967787 197.813397

Antenna 182: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 Not Found nn Shape nan nan nan inf inf nan nan nan nan

Antenna 182: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Power 2.219983 2.108464 1.676688 2.219983 2.035321 1.891871 1.561143 -1.561750 -1.629628

Antenna 182: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Discontinuties 89.853220 24.217755 25.237857 32.535755 33.067243 6.521675 74.726374 26.419944 89.853220

Antenna 182: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Power 97.294247 4.489852 8.706778 13.582993 97.294247 13.768272 58.745417 -1.880398 44.985833

Antenna 182: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Discontinuties 69.044364 25.140916 24.260003 44.546223 4.957699 30.550719 48.572751 2.364157 69.044364

Antenna 182: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Discontinuties 152.797250 49.024704 45.794403 6.723858 57.114418 147.003500 45.325080 152.797250 3.802329

Antenna 182: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Discontinuties 163.427749 26.911203 29.233714 60.365192 5.835846 21.483748 72.714311 11.155572 163.427749

Antenna 182: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Discontinuties 33.078577 3.720329 3.053505 12.991173 14.511285 14.617599 22.066738 3.162123 33.078577

Antenna 182: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Discontinuties 50.499658 5.793072 1.897265 31.841402 3.234348 5.622911 2.963204 50.499658 -0.646317

Antenna 182: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 182: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Discontinuties 88.503003 21.282431 21.087018 3.035838 32.079790 20.951851 9.246001 88.503003 -3.411171

Antenna 182: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Discontinuties 114.763597 27.017523 27.101307 3.608320 34.686501 34.218994 14.547409 114.763597 -1.241374

Antenna 182: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Power 72.621648 12.580260 3.476635 72.621648 10.063340 14.387825 15.835261 45.080648 -2.477222

Antenna 182: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Discontinuties 171.134250 20.784214 22.675284 32.138696 3.385306 12.654368 40.565760 3.491975 171.134250

Antenna 182: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Variability 72.764361 22.508032 19.872828 16.372101 33.402666 72.764361 26.778176 66.233305 -0.293934

Antenna 182: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Variability 77.112058 15.915471 14.733116 17.971331 24.882224 77.112058 28.187233 74.861394 -2.393912

Antenna 182: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Discontinuties 84.118277 22.285052 20.267650 28.005571 30.363539 65.499931 23.731137 84.118277 -3.450395

Antenna 182: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Variability 144.100437 17.358478 16.734038 26.149854 28.316305 144.100437 43.035079 20.894271 -1.500960

Antenna 182: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Variability 45.948699 4.570525 5.573582 9.800719 7.694050 10.160726 45.948699 -3.007356 8.955030

Antenna 182: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance ee Temporal Variability 52.246630 15.065996 15.475729 29.517296 30.756723 52.246630 50.849490 1.618666 0.585011

Antenna 182: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance ee Temporal Variability 56.876096 17.302943 16.606886 26.460561 25.467145 54.403653 56.876096 -0.929661 -1.094589

Antenna 182: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Discontinuties 68.525238 18.543107 20.159639 33.395665 32.129129 26.702719 39.155265 2.600790 68.525238

Antenna 182: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Variability 245.464311 18.202333 20.314878 25.965449 20.571531 25.446278 245.464311 0.389276 61.130026

Antenna 182: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Variability 61.932056 15.410336 17.845429 25.348258 24.033656 34.659891 61.932056 2.756332 24.930447

Antenna 182: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance ee Temporal Variability 12.543627 3.953183 1.640861 10.532672 6.376738 12.543627 5.474992 -3.190713 -0.891070

Antenna 182: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance ee Power 30.195002 13.720423 20.151077 6.253089 30.195002 4.286774 20.425524 13.391307 4.570928

Antenna 182: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Discontinuties 203.366936 24.756046 4.240017 158.715936 10.680561 81.214413 9.479848 203.366936 -1.472330

Antenna 182: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Discontinuties 22.652900 3.630788 5.038927 2.059241 15.665588 6.031731 1.033976 22.652900 0.223326

Antenna 182: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Discontinuties 103.697815 5.528221 5.093051 0.797288 19.356412 41.774919 17.811984 103.697815 3.650119

Antenna 182: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Variability 78.175778 3.535624 2.257737 11.274224 -0.761008 12.655651 78.175778 -3.968561 53.112851

Antenna 182: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Variability 6.568787 1.173968 1.140610 -0.830273 -0.670414 6.568787 -0.490957 1.000897 -2.478559

Antenna 182: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Variability 445.490008 4.782026 4.653177 7.191881 17.109451 445.490008 28.039511 30.625344 -1.438143

Antenna 182: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Discontinuties 95.672989 19.736353 17.556235 34.266325 39.573255 26.706380 11.720147 95.672989 7.204742

Antenna 182: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Variability 99.969252 12.955370 15.307345 6.919899 50.172873 99.969252 10.502407 54.946411 -5.461878

Antenna 182: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Discontinuties 62.157806 2.138640 1.909052 10.933590 10.303827 2.820355 23.801763 -3.202279 62.157806

Antenna 182: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Variability 98.008277 1.521038 2.423867 4.788387 5.116972 98.008277 2.228306 42.670954 -2.488399

Antenna 182: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance ee Power -0.307154 -0.674491 -0.674491 -0.307154 -0.307154 -0.763975 -0.763975 -0.890074 -0.890074

Antenna 182: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Discontinuties -0.737738 -0.941039 -0.941039 -0.869027 -0.869027 -0.758811 -0.758811 -0.737738 -0.737738

Antenna 182: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance ee Shape -0.318759 -0.318759 -0.318759 -0.341617 -0.341617 -0.369539 -0.369539 -0.327679 -0.327679

Antenna 182: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Variability 9.370867 5.156480 3.649302 8.140741 7.146417 9.370867 8.602481 -2.152231 -1.974035

Antenna 182: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
182 13 RF_maintenance nn Temporal Discontinuties 12.666810 1.476504 2.249339 11.179405 12.307044 10.231502 7.639814 12.588209 12.666810

Antenna 182: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
182 13 RF_maintenance ee Temporal Variability 14.540755 9.280041 3.131445 4.154694 6.056708 14.540755 3.316213 4.646466 6.266848

Antenna 182: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
182 13 RF_maintenance nn Temporal Variability 68.922641 16.401984 14.354951 9.226907 60.383342 4.918021 68.922641 -2.896968 30.636650

Antenna 182: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
182 13 RF_maintenance nn Temporal Discontinuties 95.244250 15.826640 4.074458 9.915204 27.941978 6.569643 9.371469 -4.048046 95.244250

Antenna 182: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
182 13 RF_maintenance nn Temporal Discontinuties 100.696561 16.985483 3.623336 5.378284 24.069800 10.402301 3.523204 -2.034804 100.696561

Antenna 182: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
182 13 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 182: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 13 RF_maintenance nn Temporal Variability 39.354326 0.472773 11.126500 0.372590 7.991762 39.354326 -1.575831 31.111655 -5.882484

Antenna 182: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 13 RF_maintenance nn Temporal Variability 69.019714 1.924173 13.966977 6.501670 5.776620 69.019714 6.557463 12.576735 1.163706

Antenna 182: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 13 RF_maintenance nn Temporal Variability 190.693797 1.181333 9.056154 0.168348 6.041696 190.693797 27.692204 15.225757 40.590578

Antenna 182: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
182 13 RF_maintenance nn Temporal Variability 128.254635 15.448866 6.055161 7.538376 13.579407 5.963398 128.254635 5.567249 60.794999

Antenna 182: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 13 RF_maintenance nn Temporal Variability 294.264843 2.692620 23.236224 43.147534 6.931768 294.264843 7.627489 25.666419 -1.442818

Antenna 182: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
182 13 RF_maintenance nn Temporal Variability 1102.688275 16.262623 3.191810 6.975748 15.069644 13.318427 1102.688275 -1.863125 25.650333

Antenna 182: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 13 RF_maintenance nn Temporal Variability 298.600290 3.419099 17.769593 2.843233 7.804011 298.600290 7.975797 6.158302 -1.562424

Antenna 182: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
182 13 RF_maintenance nn Temporal Variability 129.459527 12.035914 3.979138 8.165241 4.257487 11.432123 129.459527 2.138774 11.349483

Antenna 182: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 13 RF_maintenance nn Temporal Variability 351.950705 2.701770 4.658692 1.891056 9.904975 351.950705 8.488004 4.652081 9.653437

Antenna 182: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 13 RF_maintenance nn Temporal Variability 126.898940 4.759794 15.349566 6.575278 7.385516 126.898940 15.024364 1.674640 -2.261982

Antenna 182: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
182 13 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 182: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 13 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 182: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
182 13 RF_maintenance nn Temporal Variability 181.586236 6.399732 2.804484 9.616945 10.354407 13.273120 181.586236 12.240323 38.004033

Antenna 182: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
182 13 RF_maintenance nn Temporal Variability 152.958507 15.624283 8.068649 8.250535 29.399526 6.875139 152.958507 -2.532448 130.601897

Antenna 182: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
182 13 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 182: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 13 RF_maintenance nn Temporal Variability 147.526040 5.358116 6.792959 8.647562 15.532094 147.526040 25.375068 7.635347 0.607638

Antenna 182: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
182 13 RF_maintenance ee Temporal Variability 94.824324 17.014373 23.698731 54.892390 58.064507 94.824324 40.549294 18.119501 11.924615

Antenna 182: 2459661

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 13 RF_maintenance nn Temporal Variability 93.485005 4.905108 3.855753 6.870530 13.059429 93.485005 12.539963 0.538956 7.644230

Antenna 182: 2459660

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
182 13 RF_maintenance nn Temporal Variability 240.475968 9.659218 1.372937 10.750721 17.487073 15.203338 240.475968 0.980602 15.191727

Antenna 182: 2459659

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 13 RF_maintenance nn Temporal Variability 185.221590 2.713645 4.409836 2.827425 10.123879 185.221590 14.350982 38.981572 -3.236324

Antenna 182: 2459658

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 13 RF_maintenance nn Temporal Variability 11.116211 3.351766 3.009153 8.875708 8.296802 11.116211 9.562730 -3.620802 -3.815610

Antenna 182: 2459657

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 13 RF_maintenance nn Temporal Variability 56.460782 3.942093 4.253506 9.316722 12.102149 56.460782 13.590624 2.245635 5.135743

Antenna 182: 2459656

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 13 RF_maintenance nn Temporal Variability 188.101636 2.219096 4.424290 5.221924 9.473369 188.101636 13.188876 33.154454 -3.667380

Antenna 182: 2459655

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
182 13 RF_maintenance nn Temporal Variability 238.630266 26.492756 29.117918 64.233959 41.560791 19.339238 238.630266 3.192831 114.425278

Antenna 182: 2459653

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 13 RF_maintenance nn Temporal Variability 46.826202 4.791465 4.042089 8.632212 8.977563 46.826202 13.376742 -0.296559 -1.665862

Antenna 182: 2459652

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
182 13 RF_maintenance nn Temporal Variability 14.715144 4.354417 5.180256 11.624888 12.159088 12.937697 14.715144 -1.053430 -1.262153

Antenna 182: 2459651

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
182 13 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 182: 2459650

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 13 RF_maintenance nn Temporal Variability 38.140096 3.265055 2.780689 10.726061 11.253508 38.140096 11.511170 11.163085 11.657443

Antenna 182: 2459649

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
182 13 RF_maintenance nn Temporal Variability 162.786113 3.838972 0.939165 10.813355 5.902263 12.717011 162.786113 -1.675530 33.123976

Antenna 182: 2459648

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
182 13 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 182: 2459647

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
182 13 RF_maintenance ee Power 1.020070 1.005385 1.005385 1.020070 1.020070 -1.529656 -1.529656 -0.966010 -0.966010

Antenna 182: 2459646

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
182 13 RF_maintenance nn Temporal Variability 14.720736 3.990660 3.936454 12.287905 12.114860 12.609881 14.720736 -3.435087 -3.237705